Revefi
Revefi is an AI-native data operations company that uses its autonomous RADEN agent to deliver FinOps, data observability, performance optimization, and AI DBA capabilities across Snowflake, Databricks, BigQuery, and Redshift for F500 and Fortune 1000 enterprises.
- Company typePrivate
- Founded2021
- HeadquartersRedmond, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Revefi does
Revefi is an AI-native data operations company founded in 2021 and headquartered in Redmond, Washington, with an engineering center in Bengaluru, India. The company builds RADEN, a proprietary autonomous AI agent that performs FinOps, DataOps, data observability, and performance optimization across Snowflake, Databricks, Google BigQuery, and AWS Redshift, packaged commercially as the AI DBA product line. The platform ingests warehouse metadata via a zero-touch read-only integration, auto-deploys observability monitors at scale (665,000+ at customer Verisk), and uses generative AI to surface cost savings, tune queries, right-size clusters, and execute remediation through Slack, Jira, and GitHub. A newer AI & Agentic Observability module extends this capability to LLM workloads from OpenAI, Anthropic, and Google.
Revefi sells primarily through direct enterprise field sales targeting CDOs, CDAOs, Heads of Data Platforms, DBAs, and data engineers at F500 and Fortune 1000 companies, with a free self-serve sandbox for evaluation and a Snowflake Marketplace listing (since November 2025) for in-platform procurement. Pricing is quote-based and not publicly disclosed; the company holds SOC-2 Type II, HIPAA, ISO 27001, GDPR, and CCPA certifications, and is a Snowflake AI Data Cloud Products Partner Select and a FinOps Foundation General Member. Named customers include AMD, Verisk, Stanley Black & Decker, Docker, Ingersoll Rand, Ocean Spray, Cribl, and Help At Home, with reported outcomes including up to 60% reduction in cloud data platform costs, 10x operational efficiency gains, and greater than 100% projected ROI.
The company has raised $29 million across two rounds: a $10.5 million seed led by Mayfield in September 2023 and a $20 million Series A led by Icon Ventures in April 2024. As of September 2024 headcount was approximately 30 employees; management is led by co-founders and former ThoughtSpot co-founders Sanjay Agrawal (CEO), Shashank Gupta, and Sourabh Bajaj (CTO). The company was named a Gartner Cool Vendor in Data Management in 2025 and listed in the DBTA 100 in 2026.
Revefi firmographics
Firmographics- Name
- Revefi
- Legal name
- Revefi, Inc.
- Website
- https://revefi.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Revefi is an AI-native data operations company that uses its autonomous RADEN agent to deliver FinOps, data observability, performance optimization, and AI DBA capabilities across Snowflake, Databricks, BigQuery, and Redshift for F500 and Fortune 1000 enterprises.
- Ownership category
- akta.pro rank
Revefi industry classification
Industry- Product category
- Cloud Data Operations and FinOps Software
- NAICS
- Software Publishers (5132), Computer Systems Design and Related Services (5415)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Cloud FinOps & SaaS Spend Management (BPAEAOAH)
- akta.pro secondary industries
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)
Keywords
Where Revefi is headquartered
LocationHeadquarters
- HQ city
- Redmond
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Revefi business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- SaaS Subscription (Platform License): Annual or multi-year SaaS subscription for access to the Revefi Data Operations Cloud platform, AI DBA, and RADEN agent. Included in the Revefi enterprise package at no additional cost for AI DBA features. Sold via direct sales to enterprise accounts and through Snowflake Marketplace.
- Snowflake Marketplace Listing: RADEN AI Agent available on Snowflake Marketplace, enabling joint customers to discover, procure, and deploy Revefi within the Snowflake environment, generating marketplace-based revenue.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise Package |
| Freemium | Monthly | Free Sandbox / Free Trial |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels9 records
Revefi product offering
Product offeringCore offering
Revefi sells an AI-native data operations platform that autonomously manages cost, performance, observability, and FinOps across enterprise cloud data warehouses (Snowflake, Databricks, Google BigQuery, AWS Redshift) and LLM/AI agent workloads. Its flagship product, AI DBA, is powered by the proprietary RADEN AI agent and delivers autonomous warehouse tuning, query optimization, idle spend reclamation, data quality monitoring, and AI/LLM cost attribution through a zero-touch integration. The platform unifies FinOps, DataOps, Data Observability, Performance Optimization, and AI Observability in a single subscription sold primarily to F500 enterprises via direct sales and the Snowflake Marketplace.
Product overview
Revefi is an AI-native unified platform for autonomous data cost optimization and observability. The core platform combines FinOps, DataOps, Performance Optimization, and Data Observability into a single automated solution. The product portfolio is anchored by RADEN, an AI agent that powers the flagship AI DBA product (autonomous database administration for Snowflake, Databricks, BigQuery, and Redshift), and AI Token Economics (LLM and AI agent cost observability and optimization). Supporting modules include AI & Agentic Observability for enterprise LLM workflows, Automated Data Observability for data quality, Performance Optimization for query and warehouse tuning, and Automated DataOps for pipeline management. The platform delivers up to 60% reduction in data spend, 10x improvement in operational efficiency, and results in 5 minutes through a zero-touch setup.
Differentiator
Problem solved
Functional benefit
Brands
- RADEN: An AI agent designed to help enterprises optimize cost, data operations, data observability, AI observability, and database administration across cloud data platforms and LLMs. Powers Revefi's autonomous AI DBA product.
- Revefi Data Operations Cloud
- Revefi AI DBA
Products and services
- AI DBA Autonomous AI-powered database administration product that tunes warehouses, fixes slow queries, and reclaims idle spend across Snowflake, Databricks, BigQuery, and Redshift. Handles performance optimization, FinOps, cluster management, and governance through task-oriented, transparent, and accountable agentic AI powered by the RADEN agent. Sold to enterprise CDOs, CDAOs, Heads of Data Platforms, DBAs, and Data Engineers.
- RADEN AI Agent The proprietary autonomous AI agent that powers Revefi's products. Works across multiple data platforms (Databricks, Snowflake, BigQuery, Redshift) with persistent organizational memory, performing performance tuning, cost monitoring, FinOps, cluster management, and governance autonomously. Operates via Slack, Jira, or in-product chat; executes, raises pull requests, opens tickets, tracks attribution, and loops teams in as needed.
- AI Token Economics Observability and FinOps product for LLMs and AI agents with full user, agent, and model attribution and cent-level cost visibility across OpenAI, Anthropic, and Google Gemini. Includes AI FinOps, observability, token metering, prompt optimization, and AI quality verification. For AI/ML teams and LLM operators needing visibility into cost, performance, and quality of AI workloads.
- AI & Agentic Observability Observability product for enterprise LLM and AI agent workflows. Enables companies to monitor, trace, and analyze AI model performance, cost, and failures across multiple platforms including OpenAI, Anthropic, and Google. Targets AI/ML teams and LLM operators facing uncontrolled token usage and unpredictable AI output quality.
- Revefi Data Operations Cloud Unified AI-powered enterprise data platform combining FinOps, DataOps, Performance Optimization, and Data Observability. Helps data teams monitor and manage data quality, spend, performance, and usage across Snowflake, Databricks, BigQuery, and Redshift. Sold as an annual or multi-year SaaS subscription to F500 and Fortune 1000 enterprises, with the AI DBA included in the enterprise package at no additional cost.
- RADEN AI Agent on Snowflake Marketplace Marketplace distribution of the RADEN AI Agent, enabling joint Snowflake and Revefi customers to discover, procure, and deploy the autonomous AI agent within the Snowflake environment. Provides native self-tuning, self-driving, and self-healing capabilities for Snowflake workloads through a marketplace listing under the Snowflake AI Data Cloud Products Partner Select designation.
Quantifiable outcome
- Up to 60% reduction in cloud data platform costs (Snowflake, Databricks, BigQuery)
- +10 more outcomes
Companies that use Revefi
Customer profileNamed customers10 records
Segments4 records
Ideal customer profiles2 records
Revefi technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration15 records
AI capability9 records
Feature6 records
Revefi partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- SnowflakecoreSnowflake and Revefi are working together to enable enterprises to achieve their full potential through data and AI. Revefi's RADEN AI Agent is listed on Snowflake Marketplace, and Revefi holds the Snowflake AI Data Cloud Products Partner Select designation. Joint customers can leverage RADEN within Snowflake to drive faster performance, reduced operational complexity, and continuous cost optimization.
Scale indicators9 records
Recent moves7 records
Revefi competitors and assessment
Company assessmentBroad incumbents
- CloudZero: CloudZero is a cloud cost intelligence and FinOps platform covering AWS, Azure, GCP, Kubernetes, and SaaS. It overlaps with Revefi's FinOps for Data Platforms but addresses a broader cloud-spend audience rather than data-warehouse specialists.
- Apptio (Cloudability): Apptio, through Cloudability, is an established cloud FinOps platform for managing public cloud spend across AWS, Azure, and GCP. It serves as a broader-incumbent alternative for FinOps-led buyers that may not need Revefi's deep data-platform specialization.
Direct peers
- Monte Carlo Data: Monte Carlo is a leading data observability platform for cloud data warehouses, providing data quality, freshness, and lineage monitoring. It competes head-to-head with Revefi's Automated Data Observability and FinOps modules for the same enterprise data platform buyer.
- Anomalo: Anomalo provides automated data quality monitoring for enterprise data warehouses without requiring manual rule configuration. It is listed on Revefi's comparison pages and overlaps with Revefi's automated data observability and quality modules.
- Soda: Soda provides data observability and data quality monitoring for cloud data warehouses and pipelines. It serves a similar enterprise data engineering buyer and competes with Revefi's automated data quality and DataOps capabilities.
- Keebo: Keebo is an AI-driven data warehouse FinOps platform optimizing Snowflake and Databricks spend through automated learning-based tuning. It is named on Revefi's comparison page and most directly competes with Revefi's automated warehouse management and FinOps capabilities.
- Bigeye: Bigeye is a data observability and data quality platform focused on enterprise cloud data warehouses. It targets the same Fortune 500 data team personas as Revefi with overlapping freshness, schema, and quality monitoring capabilities.
- Acceldata: Acceldata provides data observability and pipeline performance monitoring for cloud data platforms including Snowflake, Databricks, and BigQuery. It is listed on Revefi's own competitive comparison pages and competes for the same CDO/data engineering buyer.
- Select.Dev (dbt Labs): Select.Dev, now part of dbt Labs, is a data observability and FinOps platform for Snowflake and Databricks. It competes directly with Revefi's FinOps and observability modules and brings dbt Labs' distribution scale as a threat.
Emerging players
- Pantomath: Pantomath is a data operations platform providing pipeline observability, data flow monitoring, and FinOps for enterprise data estates. It is listed on Revefi's comparison pages as a smaller, more focused competitor in DataOps and pipeline monitoring.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Revefi social profiles
Digital presenceRevefi compliance and trust
Trust signalCompliance5 records
Revefi financial estimates
Financial estimateRevenue estimate
Valuation estimate
Revefi leadership team
Management profileNumber of profiles
Profiles4 records
Revefi funding detail
Funding detailFunding overview
Funding rounds2 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Revefi M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Revefi
What does Revefi do?
Revefi sells an AI-native data operations platform that autonomously manages cost, performance, observability, and FinOps across enterprise cloud data warehouses (Snowflake, Databricks, Google BigQuery, AWS Redshift) and LLM/AI agent workloads. Its flagship product, AI DBA, is powered by the proprietary RADEN AI agent and delivers autonomous warehouse tuning, query optimization, idle spend reclamation, data quality monitoring, and AI/LLM cost attribution through a zero-touch integration. The platform unifies FinOps, DataOps, Data Observability, Performance Optimization, and AI Observability in a single subscription sold primarily to F500 enterprises via direct sales and the Snowflake Marketplace.
Is Revefi a public or private company?
Revefi is a private company. It is classified as venture growth investor backed and is currently operating.
When was Revefi founded?
Revefi was founded in 2021. It employs 11 to 50 people.
Where is Revefi based?
Revefi is headquartered in Redmond, United States, in the North America region.
How does Revefi make money?
Two revenue lines are on record. SaaS Subscription (Platform License) is the primary driver. The others are snowflake Marketplace Listing.
Who are Revefi's main competitors?
Broad incumbents on record are CloudZero and Apptio (Cloudability). Direct peers are Monte Carlo Data, Anomalo, Soda, Keebo, Bigeye, Acceldata and Select.Dev (dbt Labs). Pantomath is listed as an emerging player.
Does Revefi have an API?
Yes. Revefi offers public API documentation at docs.revefi.com. The platform features an MCP Server integration with Claude Code, enabling AI agent-based interactions with Revefi's capabilities. The AI DBA can be assigned work via Slack, Jira, or directly in the Revefi product interface. Developer documentation is at docs.revefi.com/docs.
What industry is Revefi in?
Revefi's product category is Cloud Data Operations and FinOps Software. Its primary akta.pro industry code is BPAEAOAH, Cloud FinOps & SaaS Spend Management, with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 5132 and its SIC code is 7372.